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M.Tech / M.E / PhD Thesis | Computer Science & Engineering | India | Volume 3 Issue 8, August 2014 | Rating: 6.4 / 10
Automatic Caption Generation for Pictures Available on Web
Dr. M Nagaratna | Nafees Fathima
Abstract: In this paper, we've an inclination to tend to introduce the novel task of automatic caption generation for news footage. The task fuses insights from laptop computer vision and tongue technique and holds promise for varied multimedia system applications, like image retrieval, development of tools supporting medium management, and for people with incapacity. It's potential to be told a caption generation model from sapless labelled knowledge whereas not costly physical involvement. Rather than physically making annotations, image captions area unit treated as labels for the image. although the caption words area unit confessedly shouting compared to ancient human-created keywords, we've an inclination to tend to suggests that they are attending to be accustomed learn the correspondences between visual and matter modalities, and in addition perform a gold customary for the caption generation task. We?ve got given extractive and speculative caption generation models. A key facet of our approach is to permit every the visual and matter modalities to influence the generation task.
Keywords: Caption generation, image retrieval, Multimedia
Edition: Volume 3 Issue 8, August 2014,
Pages: 1865 - 1868